A Multilevel Temporal Context Network for Sleep Stage Classification

Table 4

The confusion matrix and per-class result from the cross dataset.

	MLTCN output				Per-class result (%)
	Wake	N 1	N 2	N 3	REM	Pre	Rec	F1
Wake	7119	498	179	17	472	95.8	85.9	90.6
N 1	216	618	755	13	1202	42.6	22.0	29.0
N 2	39	235	15613	999	913	86.8	87.7	87.3
N 3	21	2	490	5173	17	83.4	90.7	86.9
REM	36	98	953	3	6627	71.8	85.9	78.2
ACC = 83.1%; MF1 = 74.4%; kappa = 0.77